메뉴 건너뛰기




Volumn 61, Issue 7, 2012, Pages 999-1012

A Comparison of FPGA and GPU for real-time phase-based optical flow, stereo, and local image features

Author keywords

computer vision; graphics processors; motion; real time systems; Reconfigurable hardware; stereo

Indexed keywords

COMPUTATIONAL REQUIREMENTS; DEGREE OF PARALLELISM; DESIGN STRATEGIES; DIVERSE APPLICATIONS; GRAPHICS PROCESSOR; LOCAL IMAGE FEATURES; LOW-LEVEL COMPUTER VISION ALGORITHMS; MOTION; REAL TIME PERFORMANCE; REAL-TIME ARCHITECTURE; STEREO; SYSTEM DEVELOPMENT;

EID: 84861556494     PISSN: 00189340     EISSN: None     Source Type: Journal    
DOI: 10.1109/TC.2011.120     Document Type: Article
Times cited : (107)

References (53)
  • 1
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe, "Distinctive Image Features from Scale-Invariant Keypoints," Int'l J. Computer Vision, vol. 60, no. 2, pp. 91-110, 2004.
    • (2004) Int'l J. Computer Vision , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 3
    • 79952637211 scopus 로고    scopus 로고
    • A cortical architecture on parallel hardware for motion processing in real time
    • p. article 18
    • K. Pauwels, N. Krü ger, M. Lappe, F. Wörgö tter, and M.M. Van Hulle, "A Cortical Architecture on Parallel Hardware for Motion Processing in Real Time," J. Vision, vol. 10, no. 10, p. article 18, 2010. http://www.journalofvision.org/content/10/10/18.abstract.
    • (2010) J. Vision , vol.10 , Issue.10
    • Pauwels, K.1    Krüger, N.2    Lappe, M.3    Wörgötter, F.4    Van Hulle, M.M.5
  • 9
    • 62949117032 scopus 로고    scopus 로고
    • Optic flow from unstable sequences through local velocity constancy maximization
    • K. Pauwels and M. Van Hulle, "Optic Flow from Unstable Sequences through Local Velocity Constancy Maximization," Image and Vision Computing, vol. 27, no. 5, pp. 579-587, 2009.
    • (2009) Image and Vision Computing , vol.27 , Issue.5 , pp. 579-587
    • Pauwels, K.1    Van Hulle, M.2
  • 10
    • 6944257066 scopus 로고    scopus 로고
    • Lucas/kanade meets horn/schunck: Combining local and global optic flow methods
    • A. Bruhn, J. Weickert, and C. Schnorr, "Lucas/Kanade Meets Horn/Schunck: Combining Local and Global Optic Flow Methods," Int'l J. Computer Vision, vol. 61, no. 3, pp. 211-231, 2005.
    • (2005) Int'l J. Computer Vision , vol.61 , Issue.3 , pp. 211-231
    • Bruhn, A.1    Weickert, J.2    Schnorr, C.3
  • 11
    • 0036537472 scopus 로고    scopus 로고
    • A taxonomy and evaluation of dense two-frame stereo correspondence algorithms
    • DOI 10.1023/A:1014573219977
    • D. Scharstein and R. Szeliski, "A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms," Int'l J. Computer Vision, vol. 47, nos. 1-3, pp. 7-42, 2002. (Pubitemid 34428419)
    • (2002) International Journal of Computer Vision , vol.47 , Issue.1-3 , pp. 7-42
    • Scharstein, D.1    Szeliski, R.2
  • 12
    • 70350044890 scopus 로고    scopus 로고
    • Optimization strategies for high-performance computing of optical-flow in general-purpose processors
    • Oct.
    • M. Anguita, J. Díaz, E. Ros, and F. Fernandez-Baldomero, "Optimization Strategies for High-Performance Computing of Optical-Flow in General-Purpose Processors," IEEE Trans. Circuits and Systems for Video Technology, vol. 19, no. 10, pp. 1475-1488, Oct. 2009.
    • (2009) IEEE Trans. Circuits and Systems for Video Technology , vol.19 , Issue.10 , pp. 1475-1488
    • Anguita, M.1    Díaz, J.2    Ros, E.3    Fernandez-Baldomero, F.4
  • 15
    • 33847756384 scopus 로고    scopus 로고
    • Real-time system for high-image resolution disparity estimation
    • DOI 10.1109/TIP.2006.884931
    • J. Díaz, E. Ros, R. Carrillo, and A. Prieto, "Real-Time System for High-Image Resolution Disparity Estimation," IEEE Trans. Image Processing, vol. 16, no. 1, pp. 280-285, Jan. 2007. (Pubitemid 46437490)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.1 , pp. 280-285
    • Diaz, J.1    Ros, E.2    Carrillo, R.3    Prieto, A.4
  • 16
    • 70449372277 scopus 로고    scopus 로고
    • Stream-centric stereo matching and view synthesis: A high-speed approach on GPUs
    • Nov.
    • J. Lu, S. Rogmans, G. Lafruit, and F. Catthoor, "Stream-Centric Stereo Matching and View Synthesis: A High-Speed Approach on GPUs," IEEE Trans. Circuits and Systems for Video Technology, vol. 19, no. 11, pp. 1598-1611, Nov. 2009.
    • (2009) IEEE Trans. Circuits and Systems for Video Technology , vol.19 , Issue.11 , pp. 1598-1611
    • Lu, J.1    Rogmans, S.2    Lafruit, G.3    Catthoor, F.4
  • 18
    • 33746486689 scopus 로고    scopus 로고
    • A multigrid platform for real-time motion computation with discontinuity-preserving variational methods
    • DOI 10.1007/s11263-006-6616-7
    • A. Bruhn, J. Weickert, T. Kohlberger, and C. Schnoerr, "A Multigrid Platform for Real-Time Motion Computation with Discontinuity-Preserving Variational Methods," Int'l J. Computer Vision, vol. 70, no. 3, pp. 257-277, 2006. (Pubitemid 44131407)
    • (2006) International Journal of Computer Vision , vol.70 , Issue.3 , pp. 257-277
    • Bruhn, A.1    Weickert, J.2    Kohlberger, T.3    Schnorr, C.4
  • 20
    • 77957344553 scopus 로고    scopus 로고
    • Leveraging cost matrix structure for hardware implementation of stereo disparity computation using dynamic programming
    • W.J. MacLean, S. Sabihuddin, and J. Islam, "Leveraging Cost Matrix Structure for Hardware Implementation of Stereo Disparity Computation Using Dynamic Programming," Computer Vision and Image Understanding, vol. 114, no. 11, pp. 1126-1138, 2010.
    • (2010) Computer Vision and Image Understanding , vol.114 , Issue.11 , pp. 1126-1138
    • MacLean, W.J.1    Sabihuddin, S.2    Islam, J.3
  • 24
    • 72949094007 scopus 로고    scopus 로고
    • Network-on-chip hardware accelerators for biological sequence alignment
    • Jan.
    • S. Sarkar, G. Kulkarni, P. Pande, and A. Kalyanaraman, "Network-on-Chip Hardware Accelerators for Biological Sequence Alignment," IEEE Trans. Computers, vol. 59, no. 1, pp. 29-41, Jan. 2010.
    • (2010) IEEE Trans. Computers , vol.59 , Issue.1 , pp. 29-41
    • Sarkar, S.1    Kulkarni, G.2    Pande, P.3    Kalyanaraman, A.4
  • 30
    • 44849137198 scopus 로고    scopus 로고
    • NVIDIA Tesla: A unified graphics and computing architecture
    • DOI 10.1109/MM.2008.31
    • E. Lindholm, J. Nickolls, S. Oberman, and J. Montrym, "NVIDIA Tesla: A Unified Graphics and Computing Architecture," IEEE Micro, vol. 28, no. 2, pp. 39-55, Mar. 2008. (Pubitemid 351796170)
    • (2008) IEEE Micro , vol.28 , Issue.2 , pp. 39-55
    • Lindholm, E.1    Nickolls, J.2    Oberman, S.3    Montrym, J.4
  • 33
    • 77649253148 scopus 로고    scopus 로고
    • Performance comparison of graphics processors to reconfigurable logic: A case study
    • Apr.
    • B. Cope, P. Cheung, W. Luk, and L. Howes, "Performance Comparison of Graphics Processors to Reconfigurable Logic: A Case Study," IEEE Trans. Computers, vol. 59, no. 4, pp. 433-448, Apr. 2010.
    • (2010) IEEE Trans. Computers , vol.59 , Issue.4 , pp. 433-448
    • Cope, B.1    Cheung, P.2    Luk, W.3    Howes, L.4
  • 34
    • 84861804009 scopus 로고    scopus 로고
    • Website
    • "Handel-C Mentor Graphics," Website, http://www.mentor. com/products/fpga/handel-c/, 2010.
    • (2010) Handel-C Mentor Graphics
  • 35
    • 79551611265 scopus 로고    scopus 로고
    • High-performance optical-flow architecture based on a multiscale, multi-orientation phase-based model
    • Dec.
    • M. Tomasi, M. Vanegas, F. Barranco, J. Díaz, and E. Ros, "High-Performance Optical-Flow Architecture Based on a Multiscale, Multi-Orientation Phase-Based Model," IEEE Trans. Circuits and Systems for Video Technology, vol. 20, no. 12, pp. 1797-1807, Dec. 2010.
    • (2010) IEEE Trans. Circuits and Systems for Video Technology , vol.20 , Issue.12 , pp. 1797-1807
    • Tomasi, M.1    Vanegas, M.2    Barranco, F.3    Díaz, J.4    Ros, E.5
  • 39
    • 49149098955 scopus 로고    scopus 로고
    • Local image phase, energy and orientation extraction using FPGAs
    • J. Díaz, E. Ros, S. Mota, and R. Carrillo, "Local Image Phase, Energy and Orientation Extraction Using FPGAs," Int'l J. Electronics, vol. 95, no. 7, pp. 743-760, 2008.
    • (2008) Int'l J. Electronics , vol.95 , Issue.7 , pp. 743-760
    • Díaz, J.1    Ros, E.2    Mota, S.3    Carrillo, R.4
  • 40
    • 84861834259 scopus 로고    scopus 로고
    • Xilinx Website
    • "Xilinx," Website, http://www.xilinx.com, 2010.
    • (2010)
  • 42
    • 0002260696 scopus 로고
    • Computation of component image velocity from local phase information
    • D.J. Fleet and A.D. Jepson, "Computation of Component Image Velocity from Local Phase Information," Int'l J. Computer Vision, vol. 5, pp. 77-104, 1990.
    • (1990) Int'l J. Computer Vision , vol.5 , pp. 77-104
    • Fleet, D.J.1    Jepson, A.D.2
  • 43
    • 0036738809 scopus 로고    scopus 로고
    • A phase-based approach to the estimation of the optical flow field using spatial filtering
    • Sept.
    • T. Gautama and M. Van Hulle, "A Phase-Based Approach to the Estimation of the Optical Flow Field Using Spatial Filtering," IEEE Trans. Neural Networks, vol. 13, no. 5, pp. 1127-1136, Sept. 2002.
    • (2002) IEEE Trans. Neural Networks , vol.13 , Issue.5 , pp. 1127-1136
    • Gautama, T.1    Van Hulle, M.2
  • 44
    • 84861834255 scopus 로고    scopus 로고
    • NVIDIA CUDA Programming Guide NVIDIA, 2004
    • NVIDIA CUDA Programming Guide, NVIDIA, 2004.
  • 45
    • 84861804012 scopus 로고    scopus 로고
    • Seven Solutions Website
    • "Seven Solutions," Website, http://www.sevensols.com, 2010.
    • (2010)
  • 46
    • 33746878511 scopus 로고    scopus 로고
    • Hardware description of multi-layer perceptrons with different abstraction levels
    • DOI 10.1016/j.micpro.2006.03.004, PII S0141933106000573
    • E.M. Ortigosa, A. Canas, E. Ros, P.M. Ortigosa, S. Mota, and J. Diaz, "Hardware Description of Multi-Layer Perceptrons with Different Abstraction Levels," Microprocessors and Microsystems, vol. 30, no. 7, pp. 435-444, 2006. (Pubitemid 44189496)
    • (2006) Microprocessors and Microsystems , vol.30 , Issue.7 , pp. 435-444
    • Ortigosa, E.M.1    Canas, A.2    Ros, E.3    Ortigosa, P.M.4    Mota, S.5    Diaz, J.6
  • 47
    • 84861827006 scopus 로고    scopus 로고
    • Middlebury Computer Vision Pages Website
    • "Middlebury Computer Vision Pages," Website, http://vision. middlebury.edu, 2010.
    • (2010)
  • 48
    • 77955658264 scopus 로고    scopus 로고
    • Multi-port abstraction layer for fpga intensive memory exploitation applications
    • M. Vanegas, M. Tomasi, J. Díaz, and E. Ros, "Multi-Port Abstraction Layer for FPGA Intensive Memory Exploitation Applications," J. Systems Architecture, vol. 56, no. 9, pp. 442-451, 2010.
    • (2010) J. Systems Architecture , vol.56 , Issue.9 , pp. 442-451
    • Vanegas, M.1    Tomasi, M.2    Díaz, J.3    Ros, E.4
  • 50
    • 84861837556 scopus 로고    scopus 로고
    • Website May
    • "Digikey," Website, http://www.digikey.com/, May 2010.
    • (2010) Digikey
  • 51
    • 84861834256 scopus 로고    scopus 로고
    • NVIDIA Website May
    • "NVIDIA," Website, http://www.nvidia.com/, May 2010.
    • (2010)
  • 53
    • 84861834258 scopus 로고    scopus 로고
    • Website
    • "Xilinx Aerospace and Defense," Website, http://www.xilinx. com/esp/aerospace-defense/index.htm, 2011.
    • (2011) Xilinx Aerospace and Defense


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.